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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

658 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
658 works in the cohort · of 4,299,418page 5 of 14

Labels cover 1 of 658 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 658 of 658 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
9783902571298.pdf
2020· other· de· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781800087040.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783035260786.pdf
2020· other· fr· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781315436258_oachapterB2.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780776616667.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
9783030541736.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387740.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783593445663.pdf
2024· other· de· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783839445020.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
[no title]
2024· other· en· OAPEN (The OAPEN Foundation)
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
9781501721397.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781350266971.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850214.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387795.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388693.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783902719775.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Rise of the Ni‘matullāhī Order.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780472902170.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Tookey and Biggs_9781789627633_web.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Deltas in the Anthropocene
2020· book· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9789004523289.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Ephemeral Coast, S. Wales
2014· book· en· OAPEN (The OAPEN Foundation)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388204.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783902719195.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000781113.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9789048550753.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Dod_PDF.pdf
2020· other· no· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385579.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552389683.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781912250394.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
[no title]
2021· other· en· OAPEN (The OAPEN Foundation)
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
9781552385906.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780429508486.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783902811882.pdf
2020· other· de· OAPEN (The OAPEN Foundation)· Neuroscience
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387566.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773851082.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388303.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850641.pdf
2022· other· fr· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781040157381.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9782800418865.pdf
2024· other· fr· OAPEN (The OAPEN Foundation)· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
9781552388556.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
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